Llm Knowledge Graph Generation Transformer Models

There are 14 llm knowledge graph generation models tracked. The highest-rated is RManLuo/graph-constrained-reasoning at 43/100 with 238 stars.

Get all 14 projects as JSON

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#	Model	Score	Tier	Stars	Language
1	RManLuo/graph-constrained-reasoning Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning:...	43	Emerging	238	Python
2	zjukg/KoPA [Paper][ACM MM 2024] Making Large Language Models Perform Better in...	38	Emerging	214	Python
3	damianoduranti/LLMknowextra LLM-Driven Knowledge Extraction: Results in Temporal and Description Logics...	34	Emerging	4	Python
4	hhy-huang/GraphJudge [EMNLP'25 main] This is the official repo for the paper, Can LLMs be Good...	34	Emerging	27	Python
5	pat-jj/KG-FIT [NeurIPS'24] Knowledge Graph Fine-Tuning using LLMs	33	Emerging	130	Python
6	yao8839836/kg-llm Exploring large language models for knowledge graph completion. ICASSP 2025	32	Emerging	161	Python
7	zjukg/KnowPAT [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in...	30	Emerging	192	Python
8	zjunlp/Knowledge2Data [TASLP 2025] Spatial Knowledge Graph-Guided Synthesis for Multimodal LLMs	26	Experimental	8	Python
9	IonutIga/LLMs-for-KGC Repository for experiments regarding the assessment of the suitability of...	23	Experimental	7	Jupyter Notebook
10	vtrnnhlinh/Graph-of-Models My proposed idea to create a graph of models, or a network of models...	21	Experimental	—	Jupyter Notebook
11	ngavu2004/text-to-knowledge-graph Turn your Text into a mind map based on LLMs knowledge graph	20	Experimental	4	Jupyter Notebook
12	NoviceStone/Keqing An interpretable KBQA system that operates at the natural language level...	20	Experimental	5	Python
13	LB0828/FtG [COLING'25] Filter-then-Generate: Large Language Models with Structure-Text...	13	Experimental	11	Python
14	hung20gg/kg_llm Using Knowledge Graph to Query Resume	10	Experimental	2	Jupyter Notebook